Trainee Ai Applied to Ct Scans
il y a 1 mois
Since 2002, Median Technologies has been expanding the boundaries of the identification, interpretation, analysis and reporting of imaging data in the medical world. Our core activity is to develop advanced imaging software solutions and platforms for clinical drug development in oncology, diagnostic support, and cancer patient care. Our software solutions improve the management of cancer patients by helping to better identify pathologies, develop and select patient-specific therapies (precision medicine).
The company employs a highly-qualified team and leverages its scientific, technical, medical, and regulatory expertise to develop innovative medical imaging analysis software based on Artificial Intelligence, cloud computing and big data. We are driven by our core values that are essential to us. These values define who we are, what we do, the way we do it, and what we, as Median, aspire to:
- Leading innovation with purpose
- Committing to quality in all we do
- Supporting our customers in achieving their goals
- Always remembering to put the patient first
Today, we are a team of more than 220 people spread worldwide in the US, Europe and China. Our company is growing in a fulfilling international and multicultural environment.
In the context of extended screening programs, the use of automated tools allowing radiologists to read medical images faster will become more and more relied on. Median Technologies has been working for years on AI applied to medical imaging. In particular, our
Lung Cancer Screening product aims at helping clinicians spot early lesions in the lung that can possibly constitute early-stage cancers based on CT scans.
This product actually involves many different components, whether it be detecting nodules in CT scans or determining how malignant they may be. In-depth characterization of detected nodules can help improve such performance and comply with industry standards, with criteria such as nodule calcification, nodule texture and so on.
The goal of this internship is to develop and test methods that efficiently learn in-depth characterization of detected nodules in order to improve the malignancy assessment. Our interest is in particular focused on methods based on hierarchical models.
Your internship will consist in achieving the following tasks:
- ** Bibliography**: You will first write a short bibliography on research works introducing models for nodule in-depth description and characterization, with a particular focus on hierarchical models;
- ** Model Design** and Implementation: You will then design and implement a model predicting in-depth nodule characterization to improve our current malignancy assessment. You will use Git to share your work with the team;
- ** Model Test and Reporting**: Your final goal will be to test your model on in-house data, and write a detailed report on how learning nodule descriptors actually improves the malignancy assessment.
**Skills required**:
You are expected to have experience with the following libraries/technologies: at least one Deep Learning framework based on Python (preferably PyTorch); Git; Pandas; NumPy.
You are also expected to be comfortable with reading scientific papers. Having already published one of several papers would be appreciated. You are expected to be comfortable with the following concepts: Deep Learning; Linear Algebra; Statistics and Probabilities; Multivariate Calculus; Gradient Descent and its variants. Experience with 3D medical image processing and/or image segmentation would be appreciated.
**Education**: in the process of obtaining a Master’s Degree or a Computer Science Degree in any field related to Deep Learning.
**Qualities**: Good communication in English, spoken and written. French would be a plus. Curiosity, open-mindedness, determination and persistence, patience
001
-
Senior Technical Partner Enablement Trainer
il y a 6 jours
Sophia Antipolis, France Fortinet Temps pleinAs a senior member of the Partner Technical Enablement and Training team, Technical Trainers are required to assume a leadership role within Technical Enablement and through their extensive experience provide valued insight into the design and delivery of training materials and toolkits. This position delivers technical enablement training for Fortinet...
-
Senior Scientist Earth Observation and Solar Energy
Il y a 2 mois
Sophia Antipolis, France Université Paris Dauphine - PSL Temps pleinEnvironnement et contexte de travail Notre établissement fait partie de l'Université PSL. Située au cœur de Paris, celle-ci fait dialoguer tous les domaines du savoir, de l'innovation et de la création. Classée parmi les 50 premières universités mondiales, elle forme au plus près de la recherche des chercheurs, artistes, ingénieurs,...
-
Testeur logiciel
il y a 1 semaine
Sophia Antipolis, France Alter Solutions Temps pleinDescription du posteVous intégrerez, au sein de notre Pôle Transformation Numérique, une équipe d’experts en tests en charge d'accompagner nos clients. Vous serez détaché(e) dans une équipe chez un acteur majeur du secteur de la sécurité numérique. Le produit est une solution bancaire qui vient ajouter de nouvelles fonctionnalités.Vos missions...
-
Decentralized Learning in The Presence of
il y a 1 mois
Sophia Antipolis, France Université Côte d'Azur - Laboratoire I3S Temps plein**Decentralized learning in the presence of heterogeneous system devices**: - Réf - **ABG-112623** - Sujet de Thèse- 29/03/2023- Financement public/privé- Université Côte d'Azur - Laboratoire I3S- Lieu de travail- Sophia Antipolis - Provence-Alpes-Côte d'Azur - France- Intitulé du sujet- Decentralized learning in the presence of heterogeneous system...
-
Consolidation - Transfer Pricing Specialist (F/H)
il y a 1 mois
Sophia Antipolis, France Questel Temps plein**Your next adventure awaits here** As part of our **Finance department**, your main responsabilities will be to: Ensure the compliance of transfer pricing of the Group with tax regulations of different countries and its adequate financial documentation Ensure that intercompany transactions are systematically controlled and reconciled. **Your main...
-
Post-doctorant (F/H) Advanced Computational Design
il y a 1 mois
Sophia Antipolis, France Inria Temps plein**Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **Niveau d'expérience souhaité **:De 3 à 5 ans **A propos du centre ou de la direction fonctionnelle**: Le centre Inria d’Université Côte d’Azur compte 36 équipes de recherche, ainsi que 7 services d’appui...
-
Research Scientist in Data Science
il y a 1 mois
Sophia Antipolis, France Bayer Temps plein**At Bayer we’re visionaries, driven to solve the world’s toughest challenges and striving for a world where, Health for all, Hunger for none’ is no longer a dream, but a real possibility. We’re doing it with energy, curiosity and sheer dedication, always learning from unique perspectives of those around us, expanding our thinking, growing our...
-
Traffic/shipping Coordinator
il y a 1 mois
Sophia Antipolis, France Fortinet Temps pleinFortinet is looking for a Traffic / Shipping Coordinator to join the Team in Sophia-Antipolis Office ! - **Roles and Responsibilities: **- Communication with MAM, Tigers, SE - Suggest other equipment when shortage - Checks OA ITF orders - Advise ITF process - Coordinates replenishment with US/TWN EVAL and supply chain team - Schedule Tests and shipments...
-
Phd Thesis
il y a 2 semaines
Sophia Antipolis, France Laboratoire I3S - CNRS (UMR 7271) Temps plein**PhD Thesis - Error-Correction Coding for Reliable DNA Storage**: - Réf **ABG-123985** - Sujet de Thèse- 18/05/2024- Contrat doctoral- Laboratoire I3S - CNRS (UMR 7271)- Lieu de travail- Sophia Antipolis - Provence-Alpes-Côte d'Azur - France- Intitulé du sujet- PhD Thesis - Error-Correction Coding for Reliable DNA Storage- Champs scientifiques- Science...
-
Postdoctoral Research Scientist
il y a 1 mois
Sophia Antipolis, France Bayer Temps plein**At Bayer we’re visionaries, driven to solve the world’s toughest challenges and striving for a world where, Health for all, Hunger for none’ is no longer a dream, but a real possibility. We’re doing it with energy, curiosity and sheer dedication, always learning from unique perspectives of those around us, expanding our thinking, growing our...
-
Modélisation Des Ondes D'activité Dans La Rétine
il y a 1 mois
Sophia Antipolis, France Université Côte d'Azur Temps plein**Modélisation des ondes d'activité dans la rétine // Activity waves in the retina: a modelling study**: - Réf - **ABG-112608** **ADUM-48203** - Sujet de Thèse- 29/03/2023- Université Côte d'Azur- Lieu de travail- Sophia Antipolis Cedex - France- Intitulé du sujet- Modélisation des ondes d'activité dans la rétine // Activity waves in the retina:...
-
Thermochimie Des Poudres de Couverture Pour La
il y a 1 mois
Sophia Antipolis, France Mines Paris-PSL Temps plein**Thermochimie des poudres de couverture pour la coulée en lingot // Thermochemistry of powders for ingot casting**: - Réf **ABG-123429** **ADUM-56748** - Sujet de Thèse- 26/04/2024- Autre financement public- Mines Paris-PSL- Lieu de travail- Sophia Antipolis - France- Intitulé du sujet- Thermochimie des poudres de couverture pour la coulée en lingot...
-
Internship Position F/m Multilevel and Distributed
il y a 1 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:Stage **Niveau de diplôme exigé **:Bac + 5 ou équivalent **Autre diplôme apprécié **:Master in applied mathematics or scientific computing **Fonction **:Stagiaire de la recherche **A propos du centre ou de la direction fonctionnelle**: Inria is a national research institute...
-
Data Analyst
il y a 1 mois
Sophia Antipolis, France Bayer Temps plein**At Bayer we’re visionaries, driven to solve the world’s toughest challenges and striving for a world where, Health for all, Hunger for none’ is no longer a dream, but a real possibility. We’re doing it with energy, curiosity and sheer dedication, always learning from unique perspectives of those around us, expanding our thinking, growing our...
-
Phd Position F/m Fast Solvers for Studying Light
il y a 1 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD**Niveau de diplôme exigé **:Bac + 5 ou équivalent**Autre diplôme apprécié **:Master in applied mathematics or scientific computing**Fonction **:Doctorant**Niveau d'expérience souhaité **:De 3 à 5 ansA propos du centre ou de la direction fonctionnelle The Inria centre at...
-
Client Onboarding Project Coordinator
il y a 2 jours
Sophia Antipolis, France Questel Temps plein**Your next adventure awaits here** The Client Onboarding Project Co-ordinator delivers a “white glove” onboarding experience to Questel’s high-value accounts, refines overall strategy for onboarding new clients, and oversees day-to-day customer configuration activities. This position reports to the Director, Client Onboarding. **Principal Duties &...
-
Post-doctoral Research Visit F/m Isogeometric
il y a 1 mois
Sophia Antipolis, France Inria Temps pleinLe descriptif de l’offre ci-dessous est en Anglais_ **Type de contrat **:CDD **Contrat renouvelable **:Oui **Niveau de diplôme exigé **:Thèse ou équivalent **Fonction **:Post-Doctorant **Niveau d'expérience souhaité **:Jusqu'à 3 ans **A propos du centre ou de la direction fonctionnelle**: The Inria centre at Université Côte d'Azur includes...
-
Staff Design Engineer
il y a 1 mois
Sophia Antipolis, France Arm Temps pleinRead More **Job Overview**: Are you creative, innovative, and enthusiastic about new technologies? Do you enjoy RTL design and problem-solving? At Arm Sophia Antipolis, you will shape the future of technology and collaborate in the development of next-generation GPUs, CPUs, Machine Learning accelerators, and System components to power billions of devices...
-
Group Credit Manager
il y a 1 mois
Sophia Antipolis, France Questel Temps plein**Your next adventure awaits here** As part of our Finance team and based in Sophia, you will be leading the credit management function of the Group by controlling, monitoring and optimizing accounts receivable of the Group, whilst simultaneously maintaining cutsomer goodwill. Your main responsabilities will be to: **Develop and maintain credit policy**-...
-
Chip-package Codesign Engineering
il y a 1 mois
Sophia Antipolis, France Arm Temps pleinRead More **Are you enthusiastic about new technologies? This position is an excellent opportunity for an expert and highly motivated chip design engineer to join the hardworking Advanced Product team and shape the future. This diverse, engineering-centric group invents, defines, and develops innovative implementations of optimized physical IP designs in...
